Nikolaos Papanikolaou

20 papers C 2Misc 3Journal 9Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines. IEEE J. Biomed. Health Informatics Haridimos Kondylakis, Richard Osuala, Xènia Puig-Bosch, Noussair Lazrak, Oliver Díaz, Kaisar Kushibar, Ioanna Chouvarda, Stefanie Charalambous, Martijn P. A. Starmans, Sara Colantonio, Nikolaos S. Tachos, Smriti Joshi, Henry C. Woodruff, Zohaib Salahuddin, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Nikolaos Papanikolaou, Philippe Lambin, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis, Luis Martí-Bonmatí, Karim Lekadir
2026	J	`jnl`	Federated learning on magnetic resonance imaging: a critical review. Artif. Intell. Rev. Emmanouil Markodimitrakis, Eleftherios Trivizakis, Georgios S. Ioannidis, Emmanouil Koutoulakis, Manolis Tsiknakis, Nikolaos Papanikolaou, Michail E. Klontzas, Mohammad Yaqub, Kostas Marias
2025	J	`jnl`	AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. CoRR Varvara Kalokyri, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Dimitrios I. Zaridis, Sara Colantonio, Daniele Regge, Nikolaos Papanikolaou, ProCAncer-I Consortium, Konstantinos Marias, Dimitrios I. Fotiadis, Manolis Tsiknakis
2025	J	`jnl`	Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks. J. Imaging Avtantil Dimitriadis, Grigorios Kalliatakis, Richard Osuala, Dimitri A. Kessler, Simone Mazzetti, Daniele Regge, Oliver Díaz, Karim Lekadir, Dimitrios A. Fotiadis, Manolis Tsiknakis, Nikolaos Papanikolaou, Kostas Marias, ProCAncer-I Consortium
2025	Misc	`conf`	Label-Free Machine Learning-Based Segmentation of Whole-Body Bone Marrow Imaging in Multiple Myeloma. SACI Emmanouil Koutoulakis, Eleftherios Trivizakis, Vassilis Koutoulidis, Lia A. Moulopoulos, Evangelos Terpos, Ioannis Ntanasis-Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios I. Fotiadis, Kostas Marias
2025	—	`conf`	Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. ISBI Eugenia Mylona, Dimitrios I. Zaridis, Charalampos Kalantzopoulos, Vasileios C. Pezoulas, Nikolaos S. Tachos, George K. Matsopoulos, Daniele Regge, Nikolaos Papanikolaou, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
2025	Misc	`conf`	Radiocytogenetics in Multiple Myeloma: Predicting Cytogenetic Aberrations from WBCT Imaging Features. SACI Eleftherios Trivizakis, Emmanouil Koutoulakis, Vassilis Koutoulidis, Lia A. Moulopoulos, Evangelos Terpos, Ioannis Ntanasis-Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios I. Fotiadis, Kostas Marias
2025	J	`jnl`	Scalable Clinical Annotation with Location Evidence (SCALE). Comput. Biol. Medicine Joeran S. Bosma, Luc Builtjes, Anindo Saha, Jasper J. Twilt, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Ivo G. Schoots, Jeroen Veltman, Mattijs Elschot, Derya Yakar, Nancy A. Obuchowski, Mattias P. Heinrich, Alessa Hering, Maarten de Rooij, Henkjan Huisman
2025	J	`jnl`	Scaling Artificial Intelligence for Prostate Cancer Detection on MRI towards Population-Based Screening and Primary Diagnosis in a Global, Multiethnic Population (Study Protocol). CoRR Anindo Saha, Joeran S. Bosma, Jasper J. Twilt, Alexander B. C. D. Ng, Aqua Asif, Kirti Magudia, Peder Larson, Qinglin Xie, Xiaodong Zhang, Chi Pham Minh, Samuel N. Gitau, Ivo G. Schoots, Martijn F. Boomsma, Renato Cuocolo, Nikolaos Papanikolaou, Daniele Regge, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Baris Turkbey, Nancy A. Obuchowski, Jurgen J. Fütterer, Anwar R. Padhani, Hashim Uddin Ahmed, Tobias Nordström, Martin Eklund, Veeru Kasivisvanathan, Maarten de Rooij, Henkjan Huisman
2025	J	`jnl`	Self-supervised learning leads to improved performance in biparametric prostate MRI classification. Comput. Biol. Medicine José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Celso Matos, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou
2025	Misc	`conf`	Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. SACI Eleftherios Trivizakis, Eugenia Mylona, Katerina Nikiforaki, Dimitrios I. Zaridis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Nikolaos S. Tachos, Daniele Regge, Nikolaos Papanikolaou, Kostas Marias
2025	—	`conf`	Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape. IbPRIA (2) Ana Rodrigues, Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Inês Domingues
2021	J	`jnl`	A new smart-cropping pipeline for prostate segmentation using deep learning networks. CoRR Dimitrios G. Zaridis, Eugenia Mylona, Kostas Marias, Nikolaos Papanikolaou, Nikolaos S. Tachos, Dimitrios I. Fotiadis
2020	J	`jnl`	A multicenter study on radiomic features from T CoRR Linda Bianchini, João Santinha, Nuno Loução, Mário A. T. Figueiredo, Francesca Botta, Daniela Origgi, Marta Cremonesi, Enrico Cassano, Nikolaos Papanikolaou, Alessandro Lascialfari
2019	C	`conf`	Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. BIBE João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou
2019	—	`conf`	Regularization Techniques in Radiomics: A Case Study on the Prediction of pCR in Breast Tumours and the Axilla. CIBB Eunice Carrasquinha, João Santinha, Alexander Mongolin, Maria Lisitskiya, Joana Ribeiro, Fátima Cardoso, Celso Matos, Leonardo Vanneschi, Nikolaos Papanikolaou
2019	C	`conf`	Sparse Representations on DW-MRI: A Study on Pancreas. BIBE Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides
2016	—	`conf`	Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. CGI (Short Papers) Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias
2016	—	`conf`	Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. CGI (Short Papers) Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou
2012	—	`conf`	A software prototype for the assessment of tumor treatment response using diffusion and perfusion MR imaging. EMBC Vangelis Sakkalis, Georgios C. Manikis, Nikolaos Papanikolaou, Ioannis Karatzanis, Kostas Marias